How to Give an AI Agent Safe Access to an Internal API with MCP
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Stories in this category, translated into Armenian and Russian

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Rethinking Data Visualisation: A UX Approach To Dashboards That Actually Drives Decisions
Learning Aug 26, 2026

Rethinking Data Visualisation: A UX Approach To Dashboards That Actually Drives Decisions

Data visualisation sits at the intersection of two disciplines that rarely talk to each other: data and design. Meriem Benhabiles explores what changes when you bring structured UX thinking to dashboards and data presentations, from the questions you ask before opening any tool to the decisions that determine whether an insight actually lands.

Query Binding Masking and whereBinary() in Laravel 13.27
Learning Aug 26, 2026

Query Binding Masking and whereBinary() in Laravel 13.27

Laravel 13.27 masks query bindings in exception messages, adds whereBinary() for case-sensitive lookups, refreshForUpdate(), and a Cloud facade.

Testing Best Practices Skill in Laravel Boost v2.6.0
Learning Aug 26, 2026

Testing Best Practices Skill in Laravel Boost v2.6.0

Laravel Boost v2.6.0 introduces a consolidated testing best practices skill for AI agents, database-enforced read-only transactions, and skill management improvements.

Laravel AI: Load Tools On Demand With ToolSearch
Learning Aug 26, 2026

Laravel AI: Load Tools On Demand With ToolSearch

Laravel AI 0.11 adds a ToolSearch wrapper that defers tool definitions so OpenAI and Anthropic load them on demand instead of on every request.

How to Fix a Leaked API Key: A Developer’s Guide to Git Security
Learning Aug 25, 2026

How to Fix a Leaked API Key: A Developer’s Guide to Git Security

Imagine this: you're working late, your code finally works, and you're ready to push it to GitHub. You run: git add . git commit -m "Fix API integration" git push A few minutes later, you notice some

From Data to Value: Understanding Data Management Through a Real World Use Case [Full Book]
Learning Aug 25, 2026

From Data to Value: Understanding Data Management Through a Real World Use Case [Full Book]

Today, data has become a particularly valuable resource. It allows companies to compete in the market and drive innovation, improving the quality of products and services offered. Data processing lets

Why Your Website Should Never Stop Changing
Learning Aug 25, 2026

Why Your Website Should Never Stop Changing

Every website peaks on launch day and slowly drifts from there, not because it breaks, but because nobody has time to keep it current. Autonomous websites, continuously optimized by agents after launch, aim to change that. Pierre Burgy shares what they learned building for full website autonomy and the deeper design problem they uncovered along the way.

What Happens to a Medical Image Before and After a Model Sees It
Learning Aug 24, 2026

What Happens to a Medical Image Before and After a Model Sees It

Medical imaging papers are full of familiar-looking terms: normalization, labels, validation, annotation, and preprocessing. If you come from general machine learning, you may think you already know w

How to Build Referral-Aware Split Payment Flows in Django
Learning Aug 24, 2026

How to Build Referral-Aware Split Payment Flows in Django

When a product has a single checkout, payment logic is usually simple: charge the user, mark the order as paid, and move on. But once the business model includes a deposit now, a balance later, and re

Mobile Background Execution: iOS Background Modes, Android WorkManager, and Background Services in Dart
Learning Aug 24, 2026

Mobile Background Execution: iOS Background Modes, Android WorkManager, and Background Services in Dart

Every mobile developer eventually hits the same wall: the app works perfectly when the user is looking at it. But the moment they press the home button, everything stops. A sync that should have compl

How to Test Conversational AI: A Practical Guide for QA Engineers
Learning Aug 24, 2026

How to Test Conversational AI: A Practical Guide for QA Engineers

When I first started learning about conversational AI testing, one question kept bothering me: Where is the expected result? Coming from traditional software testing, I was used to a familiar pattern.

How to Build Type-Safe APIs with Hono and Zod
Learning Aug 24, 2026

How to Build Type-Safe APIs with Hono and Zod

If you've shipped a Node.js API before, you already know this pain: your TypeScript types say one thing, your runtime validation says another, and your OpenAPI docs quietly disagree with both. Someone

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